AI & Machine Learning Services for Ettrema Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Ettrema or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Ettrema services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Ettrema or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As the economic hub of the region, Ettrema, New South Wales, Australia is a thriving community that relies on innovative engineering solutions to fuel its growth. At COLETEK, we understand the importance of collaboration and capability in driving business success. As a multidisciplinary Australian engineering and product development company established in 2001, we've developed a reputation as trusted advisors to businesses across Ettrema, New South Wales, Australia. Our team of experts has a proven track record in delivering customized solutions that meet the unique needs of local industries. By partnering with COLETEK, businesses in Ettrema, New South Wales, Australia can tap into our collective expertise and resources to overcome complex challenges. From product design and development to manufacturing process optimization, we're committed to delivering reliable and effective outcomes that drive real value for our clients. Whether you're looking to improve operational efficiencies, enhance product performance, or stay ahead of the competition, COLETEK is ready to help. With years of experience in supporting businesses across Ettrema, New South Wales, Australia, we've developed a deep understanding of local markets and industries. This expertise allows us to develop tailored solutions that meet the specific needs of your business. At COLETEK, we believe that collaboration is key to unlocking innovation. That's why we take the time to understand our clients' goals, challenges, and aspirations. By working closely together, we can identify opportunities for growth and improvement, and develop strategies to achieve them. This commitment to collaboration has earned us a reputation as a trusted partner to businesses throughout Ettrema, New South Wales, Australia. If you're looking for a trusted engineering partner that understands the unique needs of your business in Ettrema, New South Wales, Australia, look no further than COLETEK. We're dedicated to delivering exceptional outcomes and building lasting relationships with our clients.